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<title>windows/linux使用ollama搭建ai模型 - 花落雨忧</title>

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    <meta property="description" content="背景：最近看到朋友圈挺多朋友私有化部署了ai模型，感觉挺6的，决定跟一波风，学习一下本地部署
首先，我们需要安装模型载体，这里我们选用ollama
1.访问ollama官网，下载安装包Ollama.Setup
[&amp;hellip;] [&amp;hellip;] linux版本官网上安装的指令是 curl -fsSL https://ollama.com/install.sh | sh
下载速度急慢，有兴趣 &amp;hellip;">
    <meta property="og:description" content="背景：最近看到朋友圈挺多朋友私有化部署了ai模型，感觉挺6的，决定跟一波风，学习一下本地部署
首先，我们需要安装模型载体，这里我们选用ollama
1.访问ollama官网，下载安装包Ollama.Setup
[&amp;hellip;] [&amp;hellip;] linux版本官网上安装的指令是 curl -fsSL https://ollama.com/install.sh | sh
下载速度急慢，有兴趣 &amp;hellip;">
    






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                                            <a href="/tech/windows%E6%9C%AC%E5%9C%B0%E4%BD%BF%E7%94%A8ollama%E6%90%AD%E5%BB%BAai%E6%A8%A1%E5%9E%8B/">windows/linux使用ollama搭建ai模型</a>
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                                        <h3 id="windowslinux使用ollama搭建ai模型">windows/linux使用ollama搭建ai模型</h3>
<p>背景：最近看到朋友圈挺多朋友私有化部署了ai模型，感觉挺6的，决定跟一波风，学习一下本地部署</p>
<p>首先，我们需要安装模型载体，这里我们选用<a href="https://ollama.com/">ollama</a></p>
<p>1.访问<a href="https://ollama.com/">ollama</a>官网，下载安装包Ollama.Setup</p>
<ul>
<li>windows版本直接下载安装包，双击安装</li>
</ul>
<p><img src="https://www.lican.asia/images/webui/1741328919736.png" alt="1741328919736"></p>
<ul>
<li>
<p>linux版本官网上安装的指令是 <code>curl -fsSL https://ollama.com/install.sh | sh</code></p>
<p>下载速度急慢，有兴趣的朋友可以了解一下</p>
<p>于是在网上找到一个解决方案，亲测有效</p>
<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#ae81ff">1.</span><span style="color:#a6e22e">下载ollama_install</span>.<span style="color:#a6e22e">sh并保存</span>
</span></span><span style="display:flex;"><span><span style="color:#a6e22e">curl</span> <span style="color:#f92672">-</span><span style="color:#a6e22e">fsSL</span> <span style="color:#a6e22e">https</span>:<span style="color:#75715e">//ollama.com/install.sh -o ollama_install.sh
</span></span></span><span style="display:flex;"><span><span style="color:#75715e"></span><span style="color:#ae81ff">2.</span><span style="color:#a6e22e">使用github文件加速替换github下载地址</span>
</span></span><span style="display:flex;"><span><span style="color:#a6e22e">sed</span> <span style="color:#f92672">-</span><span style="color:#a6e22e">i</span> <span style="color:#960050;background-color:#1e0010">&#39;</span><span style="color:#a6e22e">s</span>|<span style="color:#a6e22e">https</span>:<span style="color:#75715e">//ollama.com/download/ollama-linux|https://gh.llkk.cc/https://github.com/ollama/ollama/releases/download/v0.5.7/ollama-linux|g&#39; ollama_install.sh
</span></span></span><span style="display:flex;"><span><span style="color:#75715e"></span><span style="color:#ae81ff">3.</span><span style="color:#a6e22e">替换后增加可执行权限</span>
</span></span><span style="display:flex;"><span><span style="color:#a6e22e">chmod</span> <span style="color:#f92672">+</span><span style="color:#a6e22e">x</span> <span style="color:#a6e22e">ollama_install</span>.<span style="color:#a6e22e">sh</span>
</span></span><span style="display:flex;"><span><span style="color:#ae81ff">4.</span><span style="color:#a6e22e">执行sh下载安装</span>
</span></span><span style="display:flex;"><span><span style="color:#a6e22e">sh</span> <span style="color:#a6e22e">ollama_install</span>.<span style="color:#a6e22e">sh</span>
</span></span></code></pre></div></li>
</ul>
<p>2.安装后，可查看版本</p>
<p><img src="https://www.lican.asia/images/webui/1741328976483.png" alt="1741328976483"></p>
<p>3.选择合适的模型，我选择网友们推荐的qwen2【说是对中文支持比较好】</p>
<p><img src="https://www.lican.asia/images/webui/1741329083246.png" alt="1741329083246"></p>
<p>4.安装模型【windows和linux操作一样】</p>
<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#a6e22e">ollama</span> <span style="color:#a6e22e">run</span> <span style="color:#a6e22e">qwen2</span>:<span style="color:#ae81ff">7</span><span style="color:#a6e22e">b</span>
</span></span></code></pre></div><p><img src="https://www.lican.asia/images/webui/1741337644929.png" alt="1741337644929"></p>
<p>安装完成之后就可以直接对话了</p>
<p>7.07B的参数【1B=10亿】，会占用大量的系统资源</p>
<p><img src="https://www.lican.asia/images/webui/1741337915392.png" alt="1741337915392"></p>
<p><img src="https://www.lican.asia/images/webui/1741337952986.png" alt="1741337952986"></p>
<p>5.使用open-webui搭建可视化界面</p>
<blockquote>
<p>使用docker搭建比较方便</p>
</blockquote>
<ul>
<li>使用docker搭建【换过快速地址】</li>
</ul>
<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#a6e22e">docker</span> <span style="color:#a6e22e">run</span> <span style="color:#f92672">-</span><span style="color:#a6e22e">d</span> <span style="color:#f92672">-</span><span style="color:#a6e22e">p</span> <span style="color:#ae81ff">6000</span>:<span style="color:#ae81ff">8080</span> <span style="color:#f92672">--</span><span style="color:#a6e22e">add</span><span style="color:#f92672">-</span><span style="color:#a6e22e">host</span>=<span style="color:#a6e22e">host</span>.<span style="color:#a6e22e">docker</span>.<span style="color:#a6e22e">internal</span>:<span style="color:#a6e22e">host</span><span style="color:#f92672">-</span><span style="color:#a6e22e">gateway</span> <span style="color:#f92672">-</span><span style="color:#a6e22e">v</span> <span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>:<span style="color:#f92672">/</span><span style="color:#a6e22e">app</span><span style="color:#f92672">/</span><span style="color:#a6e22e">backend</span><span style="color:#f92672">/</span><span style="color:#a6e22e">data</span> <span style="color:#f92672">--</span><span style="color:#a6e22e">name</span> <span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span> <span style="color:#f92672">--</span><span style="color:#a6e22e">restart</span> <span style="color:#a6e22e">always</span> <span style="color:#a6e22e">ghcr</span>.<span style="color:#a6e22e">nju</span>.<span style="color:#a6e22e">edu</span>.<span style="color:#a6e22e">cn</span><span style="color:#f92672">/</span><span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span><span style="color:#f92672">/</span><span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>:<span style="color:#a6e22e">main</span>
</span></span></code></pre></div><ul>
<li>使用docker-compose搭建</li>
</ul>
<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#a6e22e">version</span>: <span style="color:#960050;background-color:#1e0010">&#39;</span><span style="color:#ae81ff">3.8</span><span style="color:#960050;background-color:#1e0010">&#39;</span>
</span></span><span style="display:flex;"><span><span style="color:#a6e22e">services</span>:
</span></span><span style="display:flex;"><span>  <span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>:
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">image</span>: <span style="color:#a6e22e">ghcr</span>.<span style="color:#a6e22e">nju</span>.<span style="color:#a6e22e">edu</span>.<span style="color:#a6e22e">cn</span><span style="color:#f92672">/</span><span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span><span style="color:#f92672">/</span><span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>:<span style="color:#a6e22e">main</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">container_name</span>: <span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">restart</span>: <span style="color:#a6e22e">always</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ports</span>:
</span></span><span style="display:flex;"><span>      <span style="color:#f92672">-</span> <span style="color:#e6db74">&#34;3000:8080&#34;</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">extra_hosts</span>:
</span></span><span style="display:flex;"><span>      <span style="color:#f92672">-</span> <span style="color:#e6db74">&#34;host.docker.internal:host-gateway&#34;</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">volumes</span>:
</span></span><span style="display:flex;"><span>      <span style="color:#f92672">-</span> <span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>:<span style="color:#f92672">/</span><span style="color:#a6e22e">app</span><span style="color:#f92672">/</span><span style="color:#a6e22e">backend</span><span style="color:#f92672">/</span><span style="color:#a6e22e">data</span>
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span><span style="color:#a6e22e">volumes</span>:
</span></span><span style="display:flex;"><span>  <span style="color:#a6e22e">open</span><span style="color:#f92672">-</span><span style="color:#a6e22e">webui</span>:
</span></span></code></pre></div><p>我用docker-compose搭建</p>
<p><img src="https://www.lican.asia/images/webui/1741338249077.png" alt="1741338249077"></p>
<p>安装完成之后，可以实用本地ip:3000端口访问，也可以配置nginx转发，使用域名访问</p>
<p><img src="https://www.lican.asia/images/webui/1741660941546.png" alt="1741660941546"></p>
<blockquote>
<p>webui.conf</p>
</blockquote>
<div class="highlight"><pre tabindex="0" style="color:#f8f8f2;background-color:#272822;-moz-tab-size:4;-o-tab-size:4;tab-size:4;"><code class="language-go" data-lang="go"><span style="display:flex;"><span><span style="color:#a6e22e">server</span> {
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">listen</span> <span style="color:#ae81ff">80</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">listen</span> <span style="color:#ae81ff">443</span> <span style="color:#a6e22e">ssl</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">server_name</span> <span style="color:#a6e22e">xxx</span>.<span style="color:#a6e22e">com</span>;  <span style="color:#960050;background-color:#1e0010">#</span> <span style="color:#a6e22e">将此处替换为您的域名</span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ssl_certificate</span> <span style="color:#f92672">/</span><span style="color:#a6e22e">etc</span><span style="color:#f92672">/</span><span style="color:#a6e22e">nginx</span><span style="color:#f92672">/</span><span style="color:#a6e22e">ssl</span><span style="color:#f92672">/*</span>.<span style="color:#a6e22e">xxx</span>.<span style="color:#a6e22e">com</span><span style="color:#f92672">/</span><span style="color:#a6e22e">fullchain</span>.<span style="color:#a6e22e">pem</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ssl_certificate_key</span> <span style="color:#f92672">/</span><span style="color:#a6e22e">etc</span><span style="color:#f92672">/</span><span style="color:#a6e22e">nginx</span><span style="color:#f92672">/</span><span style="color:#a6e22e">ssl</span><span style="color:#f92672">/*</span>.<span style="color:#a6e22e">xxx</span>.<span style="color:#a6e22e">com</span><span style="color:#f92672">/</span><span style="color:#a6e22e">key</span>.<span style="color:#a6e22e">pem</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ssl_session_timeout</span> <span style="color:#ae81ff">5</span><span style="color:#a6e22e">m</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ssl_ciphers</span> <span style="color:#a6e22e">ECDHE</span><span style="color:#f92672">-</span><span style="color:#a6e22e">RSA</span><span style="color:#f92672">-</span><span style="color:#a6e22e">AES128</span><span style="color:#f92672">-</span><span style="color:#a6e22e">GCM</span><span style="color:#f92672">-</span><span style="color:#a6e22e">SHA256</span>:<span style="color:#a6e22e">ECDHE</span>:<span style="color:#a6e22e">ECDH</span>:<span style="color:#a6e22e">AES</span>:<span style="color:#a6e22e">HIGH</span>:!<span style="color:#a6e22e">NULL</span>:!<span style="color:#a6e22e">aNULL</span>:!<span style="color:#a6e22e">MD5</span>:!<span style="color:#a6e22e">ADH</span>:!<span style="color:#a6e22e">RC4</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ssl_protocols</span> <span style="color:#a6e22e">TLSv1</span> <span style="color:#a6e22e">TLSv1</span><span style="color:#ae81ff">.1</span> <span style="color:#a6e22e">TLSv1</span><span style="color:#ae81ff">.2</span>;
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">ssl_prefer_server_ciphers</span> <span style="color:#a6e22e">on</span>;
</span></span><span style="display:flex;"><span>
</span></span><span style="display:flex;"><span>    <span style="color:#a6e22e">location</span> <span style="color:#f92672">/</span> {
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_pass</span> <span style="color:#a6e22e">http</span>:<span style="color:#75715e">//127.0.0.1:6000;  # 将请求转发到 open-webui
</span></span></span><span style="display:flex;"><span><span style="color:#75715e"></span>        <span style="color:#a6e22e">proxy_set_header</span> <span style="color:#a6e22e">Host</span> <span style="color:#960050;background-color:#1e0010">$</span><span style="color:#a6e22e">host</span>;  <span style="color:#960050;background-color:#1e0010">#</span> <span style="color:#a6e22e">保留主机头</span>
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_set_header</span> <span style="color:#a6e22e">X</span><span style="color:#f92672">-</span><span style="color:#a6e22e">Real</span><span style="color:#f92672">-</span><span style="color:#a6e22e">IP</span> <span style="color:#960050;background-color:#1e0010">$</span><span style="color:#a6e22e">remote_addr</span>;  <span style="color:#960050;background-color:#1e0010">#</span> <span style="color:#a6e22e">客户端</span> <span style="color:#a6e22e">IP</span>
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_set_header</span> <span style="color:#a6e22e">X</span><span style="color:#f92672">-</span><span style="color:#a6e22e">Forwarded</span><span style="color:#f92672">-</span><span style="color:#a6e22e">For</span> <span style="color:#960050;background-color:#1e0010">$</span><span style="color:#a6e22e">proxy_add_x_forwarded_for</span>;  <span style="color:#960050;background-color:#1e0010">#</span> <span style="color:#a6e22e">代理</span> <span style="color:#a6e22e">IP</span>
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_set_header</span> <span style="color:#a6e22e">X</span><span style="color:#f92672">-</span><span style="color:#a6e22e">Forwarded</span><span style="color:#f92672">-</span><span style="color:#a6e22e">Proto</span> <span style="color:#960050;background-color:#1e0010">$</span><span style="color:#a6e22e">scheme</span>;  <span style="color:#960050;background-color:#1e0010">#</span> <span style="color:#a6e22e">协议</span>
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_http_version</span> <span style="color:#ae81ff">1.1</span>;
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_set_header</span> <span style="color:#a6e22e">Upgrade</span> <span style="color:#960050;background-color:#1e0010">$</span><span style="color:#a6e22e">http_upgrade</span>;
</span></span><span style="display:flex;"><span>        <span style="color:#a6e22e">proxy_set_header</span> <span style="color:#a6e22e">Connection</span> <span style="color:#e6db74">&#34;upgrade&#34;</span>;
</span></span><span style="display:flex;"><span>        }
</span></span><span style="display:flex;"><span>}
</span></span></code></pre></div><p>由于线上服务器配置不够，只有4核16G，不足以支撑需要的最低配置，在webui调用api/models接口503超时，导致页面无法正常打开，有资源且感兴趣的同学可以试试</p>
<p><img src="https://www.lican.asia/images/webui/1741661104050.png" alt="1741661104050"></p>


                                        
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